Olena Pavliuk, Ph.D., is an Associate Professor at Lviv Polytechnic National University, Ukraine, and currently works as an Assistant Professor in a research project at the Department of Distributed Systems and Informatics Devices, Silesian University of Technology, Poland. She received her Ph.D. (Candidate of Technical Sciences) from Lviv Polytechnic National University, where she also completed her Master’s degree and postgraduate studies in automated control systems. Her research focuses on artificial intelligence, reliability theory, smart industry, information systems, and neural network applications in energy and industrial systems. Has over 60 publications in Ukrainian and international journals, is the author of books and a monograph, and holds a copyright certificate. Also, she has extensive teaching experience in information theory, reliability of systems, and AI systems. Dr. Pavliuk has participated in numerous international and national R&D projects related to smart industry, energy efficiency, and data protection. She also serves as a reviewer and editorial board member for multiple high-impact scientific journals, including IEEE Journal of Biomedical and Health Informatics, Scientific Reports, and Computers & Electrical Engineering.